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In particle theory, the skyrmion ( /ˈskɜːrmi.ɒn/ ) is a topologically stable field configuration of a certain class of non-linear sigma models. It was originally proposed as a model of the nucleon by Tony Skyrme in 1961. [1] [2] [3] [4] As a topological soliton in the pion field, it has the remarkable property of being able to model, with reasonable accuracy, multiple low-energy properties of the nucleon, simply by fixing the nucleon radius. It has since found application in solid-state physics, as well as having ties to certain areas of string theory.


Skyrmions as topological objects are important in solid-state physics, especially in the emerging technology of spintronics. A two-dimensional magnetic skyrmion, as a topological object, is formed, e.g., from a 3D effective-spin "hedgehog" (in the field of micromagnetics: out of a so-called "Bloch point" singularity of homotopy degree +1) by a stereographic projection, whereby the positive north-pole spin is mapped onto a far-off edge circle of a 2D-disk, while the negative south-pole spin is mapped onto the center of the disk. In a spinor field such as for example photonic or polariton fluids the skyrmion topology corresponds to a full Poincaré beam [5] (which is, a quantum vortex of spin comprising all the states of polarization). [6]

Skyrmions have been reported, but not conclusively proven, to be in Bose–Einstein condensates, [7] thin magnetic films [8] and in chiral nematic liquid crystals. [9]

As a model of the nucleon, the topological stability of the skyrmion can be interpreted as a statement that the baryon number is conserved; i.e. that the proton does not decay. The Skyrme Lagrangian is essentially a one-parameter model of the nucleon. Fixing the parameter fixes the proton radius, and also fixes all other low-energy properties, which appear to be correct to about 30%. It is this predictive power of the model that makes it so appealing as a model of the nucleon.

Hollowed-out skyrmions form the basis for the chiral bag model (Cheshire Cat model) of the nucleon. Exact results for the duality between the fermion spectrum and the topological winding number of the non-linear sigma model have been obtained by Dan Freed. This can be interpreted as a foundation for the duality between a QCD description of the nucleon (but consisting only of quarks, and without gluons) and the Skyrme model for the nucleon.

The skyrmion can be quantized to form a quantum superposition of baryons and resonance states. [10] It could be predicted from some nuclear matter properties. [11]

Topological soliton

In field theory, skyrmions are homotopically non-trivial classical solutions of a nonlinear sigma model with a non-trivial target manifold topology – hence, they are topological solitons. An example occurs in chiral models [12] of mesons, where the target manifold is a homogeneous space of the structure group

where SU(N)L and SU(N)R are the left and right chiral symmetries, and SU(N)diag is the diagonal subgroup. In nuclear physics, for N = 2, the chiral symmetries are understood to be the isospin symmetry of the nucleon. For N = 3, the isoflavor symmetry between the up, down and strange quarks is more broken, and the skyrmion models are less successful or accurate.

If spacetime has the topology S3×R, then classical configurations can be classified by an integral winding number [13] because the third homotopy group

is equivalent to the ring of integers, with the congruence sign referring to homeomorphism.

A topological term can be added to the chiral Lagrangian, whose integral depends only upon the homotopy class; this results in superselection sectors in the quantised model. In (1 + 1)-dimensional spacetime, a skyrmion can be approximated by a soliton of the Sine–Gordon equation; after quantisation by the Bethe ansatz or otherwise, it turns into a fermion interacting according to the massive Thirring model.


The Lagrangian for the skyrmion, as written for the original chiral SU(2) effective Lagrangian of the nucleon-nucleon interaction (in (3 + 1)-dimensional spacetime), can be written as

where , , are the isospin Pauli matricies, is the Lie bracket commutator, and tr is the matrix trace. The meson field (pion field, up to a dimensional factor) at spacetime coordinate is given by . A broad review of the geometric interpretation of is presented in the article on sigma models.

When written this way, the is clearly an element of the Lie group SU(2), and an element of the Lie algebra su(2). The pion field can be understood abstractly to be a section of the tangent bundle of the principal fiber bundle of SU(2) over spacetime. This abstract interpretation is characteristic of all non-linear sigma models.

The first term, is just an unusual way of writing the quadratic term of the non-linear sigma model; it reduces to . When used as a model of the nucleon, one writes

with the dimensional factor of being the pion decay constant. (In 1 + 1 dimensions, this constant is not dimensional and can thus be absorbed into the field definition.)

The second term establishes the characteristic size of the lowest-energy soliton solution; it determines the effective radius of the soliton. As a model of the nucleon, it is normally adjusted so as to give the correct radius for the proton; once this is done, other low-energy properties of the nucleon are automatically fixed, to within about 30% accuracy. It is this result, of tying together what would otherwise be independent parameters, and doing so fairly accurately, that makes the Skyrme model of the nucleon so appealing and interesting. Thus, for example, constant in the quartic term is interpreted as the vector-pion coupling ρ–π–π between the rho meson (the nuclear vector meson) and the pion; the skyrmion relates the value of this constant to the baryon radius.

Noether current

The local winding number density is given by

where is the totally antisymmetric Levi-Civita symbol (equivalently, the Hodge star, in this context).

As a physical quantity, this can be interpreted as the baryon current; it is conserved: , and the conservation follows as a Noether current for the chiral symmetry.

The corresponding charge is the baryon number:

As a conserved charge, it is time-independent: , the physical interpretation of which is that protons do not decay.

In the chiral bag model, one cuts a hole out of the center and fills it with quarks. Despite this obvious "hackery", the total baryon number is conserved: the missing charge from the hole is exactly compensated by the spectral asymmetry of the vacuum fermions inside the bag. [14] [15] [16]

Magnetic materials/data storage

One particular form of skyrmions is magnetic skyrmions, found in magnetic materials that exhibit spiral magnetism due to the Dzyaloshinskii–Moriya interaction, double-exchange mechanism [17] or competing Heisenberg exchange interactions. [18] They form "domains" as small as 1 nm (e.g. in Fe on Ir(111)). [19] The small size and low energy consumption of magnetic skyrmions make them a good candidate for future data-storage solutions and other spintronics devices. [20] [21] [22] Researchers could read and write skyrmions using scanning tunneling microscopy. [23] [24] The topological charge, representing the existence and non-existence of skyrmions, can represent the bit states "1" and "0". Room-temperature skyrmions were reported. [25] [26]

Skyrmions operate at current densities that are several orders of magnitude weaker than conventional magnetic devices. In 2015 a practical way to create and access magnetic skyrmions under ambient room-temperature conditions was announced. The device used arrays of magnetized cobalt disks as artificial Bloch skyrmion lattices atop a thin film of cobalt and palladium. Asymmetric magnetic nanodots were patterned with controlled circularity on an underlayer with perpendicular magnetic anisotropy (PMA). Polarity is controlled by a tailored magnetic-field sequence and demonstrated in magnetometry measurements. The vortex structure is imprinted into the underlayer's interfacial region by suppressing the PMA by a critical ion-irradiation step. The lattices are identified with polarized neutron reflectometry and have been confirmed by magnetoresistance measurements. [27] [28]

A recent (2019) stydy [29] demonstrated a way to move skyrmions, purely using electric field (in the absence of electric current). The authors used Co/Ni multilayers with a thickness slope and Dzyaloshinskii–Moriya interaction and demonstrated skyrmions. They showed that the displacement and velocity depended directly on the applied voltage. [30]

In 2020, a team of researchers from the Swiss Federal Laboratories for Materials Science and Technology (Empa) has succeeded for the first time in producing a tunable multilayer system in which two different types of skyrmions – the future bits for "0" and "1" – can exist at room temperature.[ citation needed ]

See also

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  1. Skyrme, T. H. R.; Schonland, Basil Ferdinand Jamieson (1961-02-07). "A non-linear field theory". Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences. 260 (1300): 127–138. doi:10.1098/rspa.1961.0018.
  2. Skyrme, T. (1962). "A unified field theory of mesons and baryons". Nuclear Physics. 31: 556–569. Bibcode:1962NucPh..31..556S. doi:10.1016/0029-5582(62)90775-7.
  3. Tony Skyrme and Gerald E. Brown (1994). Selected Papers, with Commentary, of Tony Hilton Royle Skyrme. World Scientific. p. 456. ISBN   978-981-2795-9-22 . Retrieved 4 July 2017.
  4. Brown, G. E. (ed.) (1994) Selected Papers, with Commentary, of Tony Hilton Royle Skyrme. World Scientific Series in 20th Century Physics: Volume 3. ISBN   978-981-4502-43-6.
  5. Beckley, A. M.; Brown, T. G.; Alonso, M. A. (2010). "Full Poincaré beams". Opt. Express. 18 (10): 10777–10785. doi: 10.1364/OE.18.010777 .
  6. Donati, S.; Dominici, L.; Dagvadorj, G.; et al. (2016). "Twist of generalized skyrmions and spin vortices in a polariton superfluid". Proc. Natl. Acad. Sci. USA. 113 (52): 14926–14931. arXiv: 1701.00157 . Bibcode:2016PNAS..11314926D. doi:10.1073/pnas.1610123114. PMC   5206528 . PMID   27965393.
  7. Al Khawaja, Usama; Stoof, Henk (2001). "Skyrmions in a ferromagnetic Bose–Einstein condensate". Nature . 411 (6840): 918–920. arXiv: cond-mat/0011471 . Bibcode:2001Natur.411..918A. doi:10.1038/35082010. hdl:1874/13699. PMID   11418849.
  8. Kiselev, N. S.; Bogdanov, A. N.; Schäfer, R.; Rößler, U. K. (2011). "Chiral skyrmions in thin magnetic films: New objects for magnetic storage technologies?". Journal of Physics D: Applied Physics. 44 (39): 392001. arXiv: 1102.2726 . Bibcode:2011JPhD...44M2001K. doi:10.1088/0022-3727/44/39/392001.
  9. Fukuda, J.-I.; Žumer, S. (2011). "Quasi-two-dimensional Skyrmion lattices in a chiral nematic liquid crystal". Nature Communications. 2: 246. Bibcode:2011NatCo...2..246F. doi: 10.1038/ncomms1250 . PMID   21427717.
  10. Wong, Stephen (2002). "What exactly is a Skyrmion?". arXiv: hep-ph/0202250 .
  11. Khoshbin-e-Khoshnazar, M. R. (2002). "Correlated Quasiskyrmions as Alpha Particles". Eur. Phys. J. A. 14 (2): 207–209. Bibcode:2002EPJA...14..207K. doi:10.1140/epja/i2001-10198-7.
  12. Chiral models stress the difference between "left-handedness" and "right-handedness".
  13. The same classification applies to the mentioned effective-spin "hedgehog" singularity": spin upwards at the northpole, but downward at the southpole.
    See also Döring, W. (1968). "Point Singularities in Micromagnetism". Journal of Applied Physics. 39 (2): 1006–1007. Bibcode:1968JAP....39.1006D. doi:10.1063/1.1656144.
  14. Gerald E. Brown and Mannque Rho (March 1979). "The little bag". Phys. Lett. B. 82 (2): 177–180. Bibcode:1979PhLB...82..177B. doi:10.1016/0370-2693(79)90729-9.
  15. Vepstas, L.; Jackson, A. D.; Goldhaber, A. S. (1984). "Two-phase models of baryons and the chiral Casimir effect". Physics Letters B . 140 (5–6): 280–284. Bibcode:1984PhLB..140..280V. doi:10.1016/0370-2693(84)90753-6.
  16. Vepstas, L.; Jackson, A. D. (1990). "Justifying the chiral bag". Physics Reports . 187 (3): 109–143. Bibcode:1990PhR...187..109V. doi:10.1016/0370-1573(90)90056-8.
  17. Azhar, Maria; Mostovoy, Maxim (2017). "Incommensurate Spiral Order from Double-Exchange Interactions". Physical Review Letters. 118 (2): 027203. arXiv: 1611.03689 . Bibcode:2017PhRvL.118b7203A. doi:10.1103/PhysRevLett.118.027203. PMID   28128593.
  18. Leonov, A. O.; Mostovoy, M. (2015-09-23). "Multiply periodic states and isolated skyrmions in an anisotropic frustrated magnet". Nature Communications. 6: 8275. arXiv: 1501.02757 . Bibcode:2015NatCo...6.8275L. doi:10.1038/ncomms9275. ISSN   2041-1723. PMC   4667438 . PMID   26394924.
  19. Heinze, Stefan; Von Bergmann, Kirsten; Menzel, Matthias; Brede, Jens; Kubetzka, André; Wiesendanger, Roland; Bihlmayer, Gustav; Blügel, Stefan (2011). "Spontaneous atomic-scale magnetic skyrmion lattice in two dimensions". Nature Physics. 7 (9): 713–718. Bibcode:2011NatPh...7..713H. doi:10.1038/NPHYS2045. Lay summary (Jul 31, 2011).
  20. A. Fert; V. Cros; J. Sampaio (2013). "Skyrmions on the track". Nature Nanotechnology. 8 (3): 152–156. Bibcode:2013NatNa...8..152F. doi:10.1038/nnano.2013.29. PMID   23459548.
  21. Y. Zhou; E. Iacocca; A. A. Awad; R. K. Dumas; F. C. Zhang; H. B. Braun; J. Akerman (2015). "Dynamically stabilized magnetic skyrmions". Nature Communications. 6: 8193. Bibcode:2015NatCo...6.8193Z. doi:10.1038/ncomms9193. PMC   4579603 . PMID   26351104.
  22. X. C. Zhang; M. Ezawa; Y. Zhou (2014). "Magnetic skyrmion logic gates: conversion, duplication and merging of skyrmions". Scientific Reports. 5: 9400. arXiv: 1410.3086 . Bibcode:2015NatSR...5E9400Z. doi:10.1038/srep09400. PMC   4371840 . PMID   25802991.
  23. Romming, N.; Hanneken, C.; Menzel, M.; Bickel, J. E.; Wolter, B.; Von Bergmann, K.; Kubetzka, A.; Wiesendanger, R. (2013). "Writing and Deleting Single Magnetic Skyrmions". Science. 341 (6146): 636–639. Bibcode:2013Sci...341..636R. doi:10.1126/science.1240573. PMID   23929977. Lay summary (Aug 8, 2013).
  24. Hsu, Pin-Jui; Kubetzka, André; Finco, Aurore; Romming, Niklas; Bergmann, Kirsten von; Wiesendanger, Roland (2017). "Electric-field-driven switching of individual magnetic skyrmions". Nature Nanotechnology. 12 (2): 123–126. arXiv: 1601.02935 . Bibcode:2017NatNa..12..123H. doi:10.1038/nnano.2016.234. PMID   27819694.
  25. Jiang, Wanjun; Upadhyaya, Pramey; Zhang, Wei; Yu, Guoqiang; Jungfleisch, M. Benjamin; Fradin, Frank Y.; Pearson, John E.; Tserkovnyak, Yaroslav; Wang, Kang L. (2015-07-17). "Blowing magnetic skyrmion bubbles". Science. 349 (6245): 283–286. arXiv: 1502.08028 . Bibcode:2015Sci...349..283J. doi:10.1126/science.aaa1442. ISSN   0036-8075. PMID   26067256.
  26. D. A. Gilbert; B. B. Maranville; A. L. Balk; B. J. Kirby; P. Fischer; D. T. Pierce; J. Unguris; J. A. Borchers; K. Liu (8 October 2015). "Realization of ground state artificial skyrmion lattices at room temperature". Nature Communications . 6: 8462. Bibcode:2015NatCo...6.8462G. doi:10.1038/ncomms9462. PMC   4633628 . PMID   26446515. Lay summary NIST .
  27. Gilbert, Dustin A.; Maranville, Brian B.; Balk, Andrew L.; Kirby, Brian J.; Fischer, Peter; Pierce, Daniel T.; Unguris, John; Borchers, Julie A.; Liu, Kai (2015-10-08). "Realization of ground-state artificial skyrmion lattices at room temperature". Nature Communications. 6: 8462. Bibcode:2015NatCo...6.8462G. doi:10.1038/ncomms9462. PMC   4633628 . PMID   26446515.
  28. "A new way to create spintronic magnetic information storage". KurzweilAI. October 9, 2015. Retrieved 2015-10-14.
  29. Ma, Chuang; Zhang, Xichao; Xia, Jing; Ezawa, Motohiko; Jiang, Wanjun; Ono, Teruo; Piramanayagam, S. N.; Morisako, Akimitsu; Zhou, Yan (2018-12-12). "Electric Field-Induced Creation and Directional Motion of Domain Walls and Skyrmion Bubbles". Nano Letters. 19 (1): 353–361. arXiv: 1708.02023 . doi:10.1021/acs.nanolett.8b03983. PMID   30537837.
  30. Prem Piramanayagam (2019-03-12). Breakthrough in manipulation of skyrmions using electric field. YouTube.

Further reading